Juan Ramirez

4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Simon Lacoste-Julien (4) Jose Gallego-Posada (4) Meraj Hashemizadeh (2) Alejandro Ribeiro (1) Akram Erraqabi (1) Tianyue H. Zhang (1) Yoshua Bengio (1) Motahareh Sohrabi (1) Rohan Sukumaran (1) Golnoosh Farnadi (1)

Keywords

model compression (1) neural network pruning (1) constrained optimization (1) sparse model (1) sparsity control (1)

Papers

Feasible Learning AISTATS 2025

Balancing Act: Constraining Disparate Impact in Sparse Models ICLR 2024

On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization ICML 2024

Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints NIPS 2022